Sentence examples for minimal prediction from inspiring English sources

The optimization problem in our case is to find a subset of genes that can be used to construct a PLS model to predict metabolic functions with minimal prediction error and number of latent variables.

The minimal prediction error There is a trade-off between bias and variance.

The model with K = 6 exponentials had minimal mean AIC c, and also minimal mean OFV v and minimal prediction error ν.

Minimal prediction error was achieved when λ = 250 and k = 25, which coincides with the rank and cardinality of the synthetic data.

The aggregation utilizes neighboring predictions to perform averaging, to find maximal and minimal prediction value/probability and to analyze local SS conformations, which helps the classifier to find longer stretches of disordered residues.

In the literature, many simulation studies have assessed the performance of AIC, but to our knowledge these were never done in selecting the model with minimal prediction error for population data.

Finally, an optimization model has been proposed to achieve minimal error prediction.

In consequence, the minimal genetic prediction model for C24-heterosis contains much more variables than the corresponding Col-heterosis model (cf. Table S2).

Although there are varying definitions for the mediterranean climate, we chose one definition that can be readily mapped with available climate data and has minimal over prediction into areas that are not part of the mediterranean biome (see supporting information Text S1 for further discussion and sensitivity analysis).

During the two variable reduction and selection steps, six out of the initial 30 variables were identified as most important according to random forest RFI measure and associated with a minimal OOB prediction error.

With one covariate, the model with 'age at onset' as a binary covariate (median: 28 years) was selected because it displayed the smallest −2 log likelihood and minimal EDSS prediction error (see table 2).